Triple

T17612821
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Tribal Affairs, Government of India E429003 entity
Predicate implementsProgram P24641 FINISHED
Object Special Central Assistance to Tribal Sub-Scheme
Special Central Assistance to Tribal Sub-Scheme is an Indian government funding initiative that provides targeted financial support to enhance the socio-economic development of Scheduled Tribes through state and district-level projects.
E1278358 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Special Central Assistance to Tribal Sub-Scheme | Statement: [Ministry of Tribal Affairs, Government of India, implementsProgram, Special Central Assistance to Tribal Sub-Scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Central Assistance to Tribal Sub-Scheme
Context triple: [Ministry of Tribal Affairs, Government of India, implementsProgram, Special Central Assistance to Tribal Sub-Scheme]
  • A. Jan Saviya poverty alleviation program
    The Jan Saviya poverty alleviation program was a major Sri Lankan government initiative aimed at reducing poverty and improving living standards for low-income families.
  • B. Pradhan Mantri Awas Yojana – Gramin
    Pradhan Mantri Awas Yojana – Gramin is an Indian government rural housing scheme aimed at providing affordable, pucca houses with basic amenities to homeless and vulnerable households in villages.
  • C. Scheduled Tribes
    Scheduled Tribes are officially designated indigenous communities in India recognized in the Constitution for targeted affirmative action and protections due to their historical social and economic disadvantages.
  • D. Particularly Vulnerable Tribal Group
    A Particularly Vulnerable Tribal Group (PVTG) is a classification used in India for small, isolated Indigenous communities with especially low development indicators, fragile livelihoods, and high vulnerability, warranting prioritized protection and support.
  • E. Article 342 (Scheduled Tribes)
    Article 342 (Scheduled Tribes) is the constitutional provision in India that empowers the government to officially identify and list Scheduled Tribes for the purpose of granting them specific legal rights and affirmative action benefits.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Special Central Assistance to Tribal Sub-Scheme
Triple: [Ministry of Tribal Affairs, Government of India, implementsProgram, Special Central Assistance to Tribal Sub-Scheme]
Generated description
Special Central Assistance to Tribal Sub-Scheme is an Indian government funding initiative that provides targeted financial support to enhance the socio-economic development of Scheduled Tribes through state and district-level projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Central Assistance to Tribal Sub-Scheme
Target entity description: Special Central Assistance to Tribal Sub-Scheme is an Indian government funding initiative that provides targeted financial support to enhance the socio-economic development of Scheduled Tribes through state and district-level projects.
  • A. Jan Saviya poverty alleviation program
    The Jan Saviya poverty alleviation program was a major Sri Lankan government initiative aimed at reducing poverty and improving living standards for low-income families.
  • B. Pradhan Mantri Awas Yojana – Gramin
    Pradhan Mantri Awas Yojana – Gramin is an Indian government rural housing scheme aimed at providing affordable, pucca houses with basic amenities to homeless and vulnerable households in villages.
  • C. Scheduled Tribes
    Scheduled Tribes are officially designated indigenous communities in India recognized in the Constitution for targeted affirmative action and protections due to their historical social and economic disadvantages.
  • D. Particularly Vulnerable Tribal Group
    A Particularly Vulnerable Tribal Group (PVTG) is a classification used in India for small, isolated Indigenous communities with especially low development indicators, fragile livelihoods, and high vulnerability, warranting prioritized protection and support.
  • E. Article 342 (Scheduled Tribes)
    Article 342 (Scheduled Tribes) is the constitutional provision in India that empowers the government to officially identify and list Scheduled Tribes for the purpose of granting them specific legal rights and affirmative action benefits.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d889e1c6148190ba76241e74688f8b completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46d2eaa348190a8226eef8c0d6e31 completed April 19, 2026, 5:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e8267d388190b97e038e142f338f completed May 11, 2026, 2:31 p.m.
NEDg Description generation batch_6a01f100fe5c81909bb43e89b60c27df completed May 11, 2026, 3:08 p.m.
NED2 Entity disambiguation (via description) batch_6a01f17a3efc81909404abb3a7ed6523 completed May 11, 2026, 3:10 p.m.
Created at: April 10, 2026, 5:51 a.m.